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SYSTEMS AND METHODS FOR DOMAIN ADAPTATION IN DIALOG ACT TAGGING
SYSTEMS AND METHODS FOR DOMAIN ADAPTATION IN DIALOG ACT TAGGING
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机译:对话框ACT标记中域适配的系统和方法
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摘要
Embodiments described herein utilize pre-trained masked language models as the backbone for dialogue act tagging and provide cross-domain generalization of the resulting dialogue acting taggers. For example, a pre-trained MASK token of BERT model may be used as a controllable mechanism for augmenting text input, e.g., generating tags for an input of unlabeled dialogue history. The pre-trained MASK model can be trained with semi-supervised learning, e.g., using multiple objectives from supervised tagging loss, masked tagging loss, masked language model loss, and/or a disagreement loss.
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